MusCaps: Generating Captions for Music Audio. - Ilaria Manco; Emmanouil Benetos; Elio Quinton; György Fazekas (IJCNN, 2021)

Learning Music Audio Representations Via Weak Language Supervision. - Ilaria Manco; Emmanouil Benetos; Elio Quinton; György Fazekas (ICASSP, 2022)

Contrastive Audio-Language Learning for Music. - Ilaria Manco; Emmanouil Benetos; Elio Quinton; George Fazekas (ISMIR, 2022)

Contrastive Audio-Language Learning for Music. - Ilaria Manco; Emmanouil Benetos; Elio Quinton; György Fazekas (CoRR, 2022)

SERENADE: A Model for Human-in-the-loop Automatic Chord Estimation. - Hendrik Vincent Koops; Gianluca Micchi; Ilaria Manco; Elio Quinton (IS2, 2023)

The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation. - Ilaria Manco; Benno Weck; Seungheon Doh; Minz Won; Yixiao Zhang 002; Dmitry Bogdanov; Yusong Wu; Ke Chen 021; Philip Tovstogan; Emmanouil Benetos; Elio Quinton; György Fazekas; et al. (CoRR, 2023)

Augment, Drop & Swap: Improving Diversity in LLM Captions for Efficient Music-Text Representation Learning. - Ilaria Manco; Justin Salamon; Oriol Nieto (ISMIR, 2024)

MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models. - Benno Weck; Ilaria Manco; Emmanouil Benetos; Elio Quinton; George Fazekas; Dmitry Bogdanov (ISMIR, 2024)

Foundation Models for Music: A Survey. - Yinghao Ma; Anders Øland; Anton Ragni; Bleiz Macsen Del Sette; Charalampos Saitis; Chris Donahue; Chenghua Lin; Christos Plachouras; Emmanouil Benetos; Elio Quinton; Elona Shatri; Fabio Morreale; et al. (CoRR, 2024)